Table 2

The performance of GAPDA on the independent test set

No.piRNADiseaseReferencesPredictions
1DQ577854Breast cancer27,177,224|$\surd$|
2DQ588919Dysplastic liver nodules and hepatocellular carcinoma27,429,044|$\surd$|
3DQ580140Gastric cancer25,779,424|$\surd$|
4DQ571174Gastric cancer25,779,424|$\surd$|
5DQ585247Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
6DQ590749Gastric cancer25,779,424|$\surd$|
7DQ571873Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
8DQ591522Gastric cancer25,779,424|$\times$|
9DQ593431Alzheimer disease28,127,595|$\times$|
10DQ595023Alzheimer disease28,127,595|$\surd$|
11DQ596276Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
12DQ596465Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
13DQ596465Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
14DQ597397Renal cell carcinoma25,998,508|$\surd$|
15DQ597945Gastric cancer25,779,424|$\surd$|
16DQ597997Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
17DQ600116Gastric cancer25,779,424|$\surd$|
18DQ600269Gastric cancer25,779,424|$\surd$|
19DQ600689Gastric cancer25,779,424|$\surd$|
20DQ574391Gastric cancer25,779,424|$\surd$|
21DQ576200Alzheimer disease28,127,595|$\times$|
22DQ570485Gastric cancer25,779,424|$\surd$|
No.piRNADiseaseReferencesPredictions
1DQ577854Breast cancer27,177,224|$\surd$|
2DQ588919Dysplastic liver nodules and hepatocellular carcinoma27,429,044|$\surd$|
3DQ580140Gastric cancer25,779,424|$\surd$|
4DQ571174Gastric cancer25,779,424|$\surd$|
5DQ585247Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
6DQ590749Gastric cancer25,779,424|$\surd$|
7DQ571873Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
8DQ591522Gastric cancer25,779,424|$\times$|
9DQ593431Alzheimer disease28,127,595|$\times$|
10DQ595023Alzheimer disease28,127,595|$\surd$|
11DQ596276Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
12DQ596465Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
13DQ596465Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
14DQ597397Renal cell carcinoma25,998,508|$\surd$|
15DQ597945Gastric cancer25,779,424|$\surd$|
16DQ597997Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
17DQ600116Gastric cancer25,779,424|$\surd$|
18DQ600269Gastric cancer25,779,424|$\surd$|
19DQ600689Gastric cancer25,779,424|$\surd$|
20DQ574391Gastric cancer25,779,424|$\surd$|
21DQ576200Alzheimer disease28,127,595|$\times$|
22DQ570485Gastric cancer25,779,424|$\surd$|
Table 2

The performance of GAPDA on the independent test set

No.piRNADiseaseReferencesPredictions
1DQ577854Breast cancer27,177,224|$\surd$|
2DQ588919Dysplastic liver nodules and hepatocellular carcinoma27,429,044|$\surd$|
3DQ580140Gastric cancer25,779,424|$\surd$|
4DQ571174Gastric cancer25,779,424|$\surd$|
5DQ585247Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
6DQ590749Gastric cancer25,779,424|$\surd$|
7DQ571873Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
8DQ591522Gastric cancer25,779,424|$\times$|
9DQ593431Alzheimer disease28,127,595|$\times$|
10DQ595023Alzheimer disease28,127,595|$\surd$|
11DQ596276Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
12DQ596465Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
13DQ596465Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
14DQ597397Renal cell carcinoma25,998,508|$\surd$|
15DQ597945Gastric cancer25,779,424|$\surd$|
16DQ597997Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
17DQ600116Gastric cancer25,779,424|$\surd$|
18DQ600269Gastric cancer25,779,424|$\surd$|
19DQ600689Gastric cancer25,779,424|$\surd$|
20DQ574391Gastric cancer25,779,424|$\surd$|
21DQ576200Alzheimer disease28,127,595|$\times$|
22DQ570485Gastric cancer25,779,424|$\surd$|
No.piRNADiseaseReferencesPredictions
1DQ577854Breast cancer27,177,224|$\surd$|
2DQ588919Dysplastic liver nodules and hepatocellular carcinoma27,429,044|$\surd$|
3DQ580140Gastric cancer25,779,424|$\surd$|
4DQ571174Gastric cancer25,779,424|$\surd$|
5DQ585247Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
6DQ590749Gastric cancer25,779,424|$\surd$|
7DQ571873Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
8DQ591522Gastric cancer25,779,424|$\times$|
9DQ593431Alzheimer disease28,127,595|$\times$|
10DQ595023Alzheimer disease28,127,595|$\surd$|
11DQ596276Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
12DQ596465Cardiovascular diseases (CDC,CF,CCS) cardiac regeneration28,289,238|$\surd$|
13DQ596465Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
14DQ597397Renal cell carcinoma25,998,508|$\surd$|
15DQ597945Gastric cancer25,779,424|$\surd$|
16DQ597997Dysplastic liver nodules and hepatocellular carcinoma29,789,629|$\surd$|
17DQ600116Gastric cancer25,779,424|$\surd$|
18DQ600269Gastric cancer25,779,424|$\surd$|
19DQ600689Gastric cancer25,779,424|$\surd$|
20DQ574391Gastric cancer25,779,424|$\surd$|
21DQ576200Alzheimer disease28,127,595|$\times$|
22DQ570485Gastric cancer25,779,424|$\surd$|
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